CRAN/E | ordcrm

ordcrm

Likelihood-Based Continual Reassessment Method (CRM) Dose Finding Designs

Installation

About

Provides the setup and calculations needed to run a likelihood-based continual reassessment method (CRM) dose finding trial and performs simulations to assess design performance under various scenarios. 3 dose finding designs are included in this package: ordinal proportional odds model (POM) CRM, ordinal continuation ratio (CR) model CRM, and the binary 2-parameter logistic model CRM. These functions allow customization of design characteristics to vary sample size, cohort sizes, target dose-limiting toxicity (DLT) rates, discrete or continuous dose levels, combining ordinal grades 0 and 1 into one category, and incorporate safety and/or stopping rules. For POM and CR model designs, ordinal toxicity grades are specified by common terminology criteria for adverse events (CTCAE) version 4.0. Function 'pseudodata' creates the necessary starting models for these 3 designs, and function 'nextdose' estimates the next dose to test in a cohort of patients for a target DLT rate. We also provide the function 'crmsimulations' to assess the performance of these 3 dose finding designs under various scenarios.

Key Metrics

Version 1.0.0
R ≥ 3.3.1
Published 2016-11-04 2723 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks ordcrm results

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Maintainer

Maintainer

Emily V. Dressler

EmilyVDressler@gmail.com

Authors

Emily V. Dressler
PhD Zhengyan Huang

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.3.1
stats
graphics

Imports

rms